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r/MachineLearning
r/MachineLearning
7/15/2026
The original title is: "All major robotics and VLA papers, ranked and benchmarked in a single place [P]"

The original title is: "All major robotics and VLA papers, ranked and benchmarked in a single place [P]"

Original: All major robotics and VLA papers, ranked and benchmarked in a single place [P]

Short summary

A new dedicated Robotics page on Papers with Code consolidates major robotics and Vision-Language-Action (VLA) benchmarks, trending papers with linked code, and open-source artifacts in one place. Key benchmarks include LIBERO (with subsets), SimplerEnv WidowX, and RoboTwin, each with about 110 entries. Progress is visualized over time, and open-source vs. closed-source models are clearly labeled.

  • Papers with Code launched a dedicated Robotics page with benchmarks, papers, and open-source artifacts
  • Major benchmarks include LIBERO, SimplerEnv WidowX, and RoboTwin with ~110 entries each
  • Progress tracked over time with open-source vs. closed-source model labeling

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